Triple

T23315836
Position Surface form Disambiguated ID Type / Status
Subject Economics: The User’s Guide E590702 entity
Predicate relatedWork P37 FINISHED
Object 23 Things They Don’t Tell You About Capitalism — NE NERFINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: 23 Things They Don’t Tell You About Capitalism | Statement: [Economics: The User’s Guide, relatedWork, 23 Things They Don’t Tell You About Capitalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 23 Things They Don’t Tell You About Capitalism
Context triple: [Economics: The User’s Guide, relatedWork, 23 Things They Don’t Tell You About Capitalism]
  • A. 23 Things They Don’t Tell You About Capitalism chosen
    23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
  • B. Capitalism: A Love Story
    Capitalism: A Love Story is a 2009 documentary film by Michael Moore that critically examines the social and economic impacts of capitalism in the United States.
  • C. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • D. The Politically Incorrect Guide to Capitalism
    The Politically Incorrect Guide to Capitalism is a popular economics book by Robert P. Murphy that defends free-market capitalism and challenges common criticisms of the system.
  • E. How Capitalism Will Save Us
    "How Capitalism Will Save Us" is a book by Steve Forbes that argues free-market capitalism is the most effective system for promoting prosperity, innovation, and individual freedom.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e25d1d32188190948eb76909d1dcc3 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197816024819086c547ba89f84286 completed April 29, 2026, 5:30 a.m.
Created at: April 17, 2026, 5:06 p.m.